Model Selection and Multiple Testing - A Bayesian and Empirical Bayes Overview and some New Results

Ritabrata Dutta, Malgortaza Bogdan, Jayanta K. Ghosh

We provide a brief overview of both Bayes and classical model selection. We argue tentatively that model selection has at least two major goals, that of finding the correct model o…